sudhanva-me

Sudhanva Narayana is a senior machine learning engineer based in the San Francisco Bay Area. His personal site sudhanva.me showcases his professional profile, engineering blog, and a public API that provides read‑only access to his published writings, project case studies, and profile‑insight batch jobs. The site offers documentation, a blog, and privacy information, reflecting his expertise in production ML systems, model serving, and cloud‑native AI platforms.

sudhanva-me publishes 4 API contracts indexed on the APIs.io network, including Discovery API, Posts API, Profile API, and 1 more. Tagged areas include Machine Learning, Engineering, Personal Site, San Francisco, and AI.

The sudhanva-me catalog on APIs.io includes 1 Spectral governance ruleset.

sudhanva-me’s developer surface includes CLI, documentation, API reference, engineering blog, support, and 20 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

36.7/100 thin Agent 41/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 published contract

Machine Learning EngineeringPersonal SiteSan FranciscoAI

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 36.7/100 · thin

Contract Quality 10.0 / 21

Developer Ergonomics 8.1 / 17

Access Clarity 1.8 / 17

Operational Transparency 1.7 / 11

Contract Governance 2.2 / 10

Discoverability 5.6 / 9

Regulatory Posture 4.2 / 15

Agent readiness — 41/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

6 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 10.5 — up to +17.9 composite points
Contract Quality scores 47.1 — up to +13.2 composite points
Operational Transparency scores 15.8 — up to +10.9 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/sudhanva-me/apis.yml: open an issue on github.com/api-evangelist/sudhanva-me to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 4

Individual APIs this provider publishes, each with its own machine-readable definition.

Sudhanva Public API

Public API providing access to Sudhanva Narayana's profile, writings, and batch insight jobs.

sudhanva-me Discovery API

Find the API contract and the available resources.

sudhanva-me Posts API

Read metadata for published writing.

sudhanva-me Profile API

Read Sudhanva Narayana's published professional profile.

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

sudhanva-me API Rules

14 rules · 12 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Sudhanva Me Authentication

1 scheme

SECURITY

Sudhanva Me Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Sudhanva Me Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Sudhanva Me Agentic Access

4 operations

4 operations · 0 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

DataModel

Spectral

Vocabulary

Lifecycle

ErrorCatalog

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

CLI

CLI

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

SecurityTxt

SecurityTxt

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: sudhanva-me
name: sudhanva-me
description: Sudhanva Narayana is a senior machine learning engineer based in the San Francisco Bay Area. His personal site
  sudhanva.me showcases his professional profile, engineering blog, and a public API that provides read‑only access to his
  published writings, project case studies, and profile‑insight batch jobs. The site offers documentation, a blog, and privacy
  information, reflecting his expertise in production ML systems, model serving, and cloud‑native AI platforms.
url: https://artifacts.apis.io/sudhanva-me/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Machine Learning
- Engineering
- Personal Site
- San Francisco
- AI
image: https://sudhanva.me/og-default.png
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DataModel
  url: data-model/sudhanva-me-data-model.yml
- type: AgenticAccess
  url: agentic-access/sudhanva-me-agentic-access.yml
- type: Spectral
  url: rules/sudhanva-me-rules.yml
- type: Vocabulary
  url: vocabulary/sudhanva-me-vocabulary.yml
- type: CLI
  url: cli/sudhanva-me-cli.yml
- type: Lifecycle
  url: lifecycle/sudhanva-me-lifecycle.yml
- type: ErrorCatalog
  url: errors/sudhanva-me-problem-types.yml
- type: Conformance
  url: conformance/sudhanva-me-conformance.yml
- type: LLMsTxt
  url: llms/sudhanva-me-llms.txt
- type: AgentCard
  url: a2a/sudhanva-me-a2a.yml
- type: SecurityTxt
  url: well-known/sudhanva-me-crates-security.txt
- type: WellKnown
  url: well-known/sudhanva-me-well-known.yml
- type: Hosts
  url: hosts/sudhanva-me-hosts.yml
- type: Vendors
  url: vendors/sudhanva-me-vendors.yml
- type: SDKs
  url: packages/sudhanva-me-packages.yml
- type: Packages
  url: packages/sudhanva-me-packages.yml
- type: GitHubOrganization
  url: https://github.com/nsudhanva
- type: DeveloperPortal
  url: https://sudhanva.me/developers/
- type: DomainSecurity
  url: security/sudhanva-me-domain-security.yml
- type: Website
  url: https://sudhanva.me/
- type: Documentation
  url: https://sudhanva.me/docs/
- type: APIReference
  url: https://sudhanva.me/openapi.json
- type: Blog
  url: https://sudhanva.me/blog/
- type: PrivacyPolicy
  url: https://sudhanva.me/privacy/
- type: Support
  url: https://sudhanva.me/contact/
apis:
- name: Sudhanva Public API
  humanURL: https://sudhanva.me/docs/
  baseURL: https://sudhanva.me
  description: Public API providing access to Sudhanva Narayana's profile, writings, and batch insight jobs.
  spec: openapi
  specURL: openapi/sudhanva-me-openapi.json
  aid: sudhanva-me:sudhanva-public-api
- aid: sudhanva-me:sudhanva-me-discovery-api
  name: sudhanva-me Discovery API
  description: Find the API contract and the available resources.
  humanURL: https://sudhanva.me/docs/
  baseURL: https://sudhanva.me/api/v1
  tags:
  - Discovery
  properties:
  - type: OpenAPI
    url: openapi/sudhanva-me-discovery-api-openapi.yml
- aid: sudhanva-me:sudhanva-me-posts-api
  name: sudhanva-me Posts API
  description: Read metadata for published writing.
  humanURL: https://sudhanva.me/docs/
  baseURL: https://sudhanva.me/api/v1
  tags:
  - Posts
  properties:
  - type: OpenAPI
    url: openapi/sudhanva-me-posts-api-openapi.yml
- aid: sudhanva-me:sudhanva-me-profile-api
  name: sudhanva-me Profile API
  description: Read Sudhanva Narayana's published professional profile.
  humanURL: https://sudhanva.me/docs/
  baseURL: https://sudhanva.me/api/v1
  tags:
  - Profile
  properties:
  - type: OpenAPI
    url: openapi/sudhanva-me-profile-api-openapi.yml
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 30
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

sudhanva-me API — frequently asked questions

Does sudhanva-me have an API?

Yes. APIs.io lists 4 APIs from sudhanva-me, including Sudhanva Public API, sudhanva-me Discovery API and sudhanva-me Posts API, and 1 more.

Is there an OpenAPI specification for the sudhanva-me API?

Yes. APIs.io indexes 3 OpenAPI specifications for sudhanva-me, each linked for download from this page.

How do I authenticate with the sudhanva-me API?

sudhanva-me documents its authentication (1 scheme). The details are profiled on APIs.io as Sudhanva Me Authentication.

Is the sudhanva-me API ready for AI agents?

sudhanva-me has a Kin Score of 36.7 out of 100 (thin) and an Agent Readiness score of 40.5 (agent-ready), scored by API Evangelist on 2026-10-31.

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